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Huawei H13-321_V2.5 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Model Deployment and Operations | - Inference Services - Model Deployment Strategies - Monitoring and Maintenance |
| Topic 2: Huawei AI Ecosystem Tools | - Huawei Cloud AI Services - AI Development Toolchain - MindSpore Framework Basics |
| Topic 3: Machine Learning | - Supervised Learning
|
| Topic 4: Data Processing | - Feature Engineering - Data Labeling and Preparation - Data Collection and Cleaning |
| Topic 5: Model Development with Huawei ModelArts | - Training Models on ModelArts - AutoML Capabilities - ModelArts Platform Overview |
| Topic 6: Deep Learning | - CNN and RNN Architectures - Model Training and Optimization - Neural Network Fundamentals |
| Topic 7: AI Application Development (EI) | - AI Service Integration - Enterprise Intelligence (EI) Concepts - Building AI Applications |
| Topic 8: AI Fundamentals | - AI Development Lifecycle - Common AI Use Cases in Industry - Introduction to Artificial Intelligence |
Huawei HCIP-AI-EI Developer V2.5 Sample Questions:
1. A text classification task has only one final output, while a sequence labeling task has an output in each input position.
A) FALSE
B) TRUE
2. The U-Net uses an upsampling mechanism and has a fully-connected layer.
A) FALSE
B) TRUE
3. The natural language processing field usually uses distributed semantic representation to represent words.
Each word is no longer a completely orthogonal 0-1 vector, but a point in a multi-dimensional real number space, which is specifically represented as a real number vector.
A) FALSE
B) TRUE
4. Seq2Seq is a model that translates one sequence into another sequence, essentially consisting of two recurrent neural networks (RNNs), one is the Encoder, and the other is the ---------. (Fill in the blank.)
5. Huawei Cloud ModelArts is a one-stop AI development platform that supports multiple AI scenarios. Which of the following scenarios are supported by ModelArts?
A) Object detection
B) Speech recognition
C) Image classification
D) Video analytics
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: A | Question # 3 Answer: B | Question # 4 Answer: Only visible for members | Question # 5 Answer: A,B,C,D |
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